Basic Statistics

Raw Counts

Name Value
Rows 61,267,087
Columns 19
Discrete columns 17
Continuous columns 2
All missing columns 0
Missing observations 133,603,730
Complete Rows 1,682,074
Total observations 1,164,074,653
Memory allocation 8.7 Gb

Percentages

Data Structure

Missing Data Profile

Univariate Distribution

Histogram

Bar Chart (with frequency)

## 2 columns ignored with more than 100 categories.
## res_county: 1139 categories
## county_fips_code: 1700 categories

QQ Plot

## Warning: Removed 1258 rows containing non-finite values (stat_qq).
## Warning: Removed 1258 rows containing non-finite values (stat_qq_line).

Correlation Analysis

## 2 features with more than 100 categories ignored!
## res_county: 641 categories
## county_fips_code: 917 categories
## Warning in cor(x = structure(list(case_positive_specimen_interval = c(1, : the standard deviation is zero

Principal Component Analysis

## 2 features with more than 100 categories ignored!
## res_county: 641 categories
## county_fips_code: 917 categories
## Warning in plot_prcomp(data = structure(list(case_month = c("2020-11", "2020-04", : The following features are dropped due to zero variance:
##  * symptom_status_Symptomatic